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(27)–(29) Initialize the fuzzy weights (V_j ) as fuzzy numbers randomly Calculate the initial values of normalization factor by Eq. (13).
(27)–(29) Initialize the fuzzy weights (V_j ) as fuzzy numbers randomly Calculate the initial values of normalization factor by Eq. (13) Step 2 Repeat Step 3 for (alpha _1,alpha _2,ldots,alpha _s ) Step 3 Repeat the following procedures for (p=1,2,ldots,n) Step 3.1 (h_{pj} ), (hat{Y}_p )and (E_{p,alpha } ) are calculated by Eqs.
Output: new sensors' location { X ̄ S, Ȳ S } in corona C i. Step 1 (initialization): Set t = 0, P' = ϕ; Generate an initial population P randomly; Calculate f1 x) and f2 x) for each individual by Equation (24); Step 2 (Non-dominated sorting): P = P∪P'; Do fast non-dominated sorting algorithm, resulting non-dominated fronts (F 1, F 2,..., F R ); Step 3 (controlled elitism).
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The results of a test calculation using positions randomly calculated from a normal distribution with standard deviation of σ X = σ Y = 0.15μm in both X and Y directions are presented in Figure 2. The MSD oscillates around the theoretical value of < Δ r 2 > = 2 ( σ X 2 + σ Y 2 ) = 0. 09 μ m 2 as expected, but the data calculated using overlapping intervals show visibly better accuracy.
The process of randomly calculating all joint's rotations (and consequently their 3d coordinates) inside each body kinematic chain is described in detail as follows.
Furthermore, to create the forecast data for benchmarking, 100 one-point forecasts were randomly calculated from the test set to estimate the predictive accuracy of each method for each of the SGWs.
Every two body segments are defined by the current segment, s j m, which links the formerly assigned joint position, p j - 1 m, to the current joint coordinates, p j m, to be randomly calculated, and the previously processed segment, s j - 1 m, which links p j - 1 m to the preceding joint position, p j - 2 m, in that same kinematic chain.
The percentage of positive cells was randomly calculated.
When you get a Pokemon, (Mating/Catching) it randomly calculates from 0-31.
Step 2. n limit = 0 and n over = 0. Step 3. Transpose two facilities in the current layout randomly and calculate the objective function value (Z).
In order to evaluate the special species sets accurately, we generate different species sets 10000 times randomly and calculate all the std Rge of them.
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